feat(saturation-v2): add internal EPP queue demand multiplier#1468
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ev-shindin wants to merge 1 commit into
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feat(saturation-v2): add internal EPP queue demand multiplier#1468ev-shindin wants to merge 1 commit into
ev-shindin wants to merge 1 commit into
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Introduce DefaultEPPQueueDemandMultiplier, an internal knob that scales the token demand estimated from the EPP scheduler queue (requests queued upstream in llm-d flow control) before it is folded into model-level demand. The multiplier is applied to both input and output token components in estimateSchedulerQueueDemand so the model-level total and per-role (prefill/decode/both) attribution scale consistently. Default is 1.0 (no behavior change). This is a compile-time constant for now; a follow-up will promote it to SaturationScalingConfig for per-model tuning. Signed-off-by: Evgeny Shindin <evgensh@il.ibm.com>
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Proposed Changes
DefaultEPPQueueDemandMultiplier, an internal (compile-time) knob in the V2 saturation analyzer that scales the token demand estimated from the EPP scheduler queue (requests queued upstream in llm-d flow control) before it is folded into model-level demand.estimateSchedulerQueueDemand, applying it to both the input- and output-token components so the model-level total and the per-role (prefill / decode / both) attribution scale consistently.1.0, so this is a no-op for current behavior; a follow-up will promote the knob toSaturationScalingConfigfor per-model tuning.Pre-review Checklist